AI RESEARCH
Power Analysis for Prediction-Powered Inference
arXiv CS.LG
•
ArXi:2603.16041v1 Announce Type: cross Modern studies increasingly leverage outcomes predicted by machine learning and artificial intelligence (AI/ML) models, and recent work, such as prediction-powered inference (PPI), has developed valid downstream statistical inference procedures. However, classical power and sample size formulas do not readily account for these predictions.